Knowledge-based scenario management - Process and support

被引:22
作者
Ahmed, Daud M. [2 ]
Sundaram, David [3 ]
Piramuthu, Selwyn [1 ]
机构
[1] Univ Florida, Informat Syst & Operat Management Dept, Gainesville, FL 32611 USA
[2] Manukau Inst Technol, Sch Comp & Informat Technol, Manukau City, Auckland, New Zealand
[3] Univ Auckland, Sch Business, Auckland 1, New Zealand
关键词
Decision Support Systems Generator; Knowledge-based system; Scenario planning; Scenario management life cycle;
D O I
10.1016/j.dss.2010.06.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Scenario planning is a widely accepted management process for decision support activities. Though conventional decision support systems provide a strong database, modeling and visualization capabilities for the decision maker, they do not explicitly support scenario management. We propose an integrated life cycle approach for knowledge-based scenario-driven decision support incorporating three interrelated frameworks at different abstraction levels to support this process. The macro-level knowledge-based framework guides the Meso-level Scenario-driven framework, and these two in turn guide and inform the micro-level process-oriented framework. We develop a domain independent, component-based, and layered architecture to support the scenario management process and framework. The framework and architecture are realized through a concrete prototype. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:507 / 520
页数:14
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